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Home > Archives > Vol 15, No 4

DOI: http://doi.org/10.11591/ijai.v15.i4

Table of Contents

Leveraging artificial intelligence in education a comprehensive review of the Arab literature Mohamed Abdelraouf Elsayed, Taleb Saleh Alattas

PDF 2985-2998

Strategic optimization of artificial intelligence digital learning in informatics engineering Aan Ansori, Birru Muqdamien, Ahmad Tabrani, Reza Syafrizal, Sutanto Sutanto, Eko Wahyu Wibowo, Syifa Amara Dhestiyani

PDF 2999-3008

Consciousness in artificial intelligence systems: an ontological approach Andreas Yumarma, Wan Sen

PDF 3009-3025

Long short-term memory based activity detection using skeleton joints data: a systematic review Bakkala Santha Kumar, R. Shankar

PDF 3026-3035

A bibliometric analysis of artificial intelligence applications in geospatial and geographic intelligence Chatarina Muryani, Singgih Prihadi, Gentur Adi Tjahjono, Albertus Erico Jerry Krisna Nugroho, Fitria Dewi Kartika

PDF 3036-3052

Bridging gaps in health artificial intelligence: challenges in MDPI research articles Irwan Bastian, Aqilla Rahman Musyaffa, Lukman Nulhakim, Novia Putri Bahirah, Dewi Agushinta R.

PDF 3053-3067

Integration of artificial intelligence technology in learning evaluation using the ADDIE method Adip Wahyudi, Slamet Arifin, Mukhammad Solikhin, Alfi Sahrina, Feri Fahrian Maulana, Mohammad Firzon Ainur Roziqin, Maria Emerita Indraningrum Shrestha

PDF 3068-3080

Advances in current state of diagnostic approaches towards investigating pervasive development disorder Ambika Sriranga, Herur Rangaiah Ranganatha

PDF 3081-3089

Analyzing academic acceptance of artificial intelligence using extended technology acceptance model Nanang Suryadi, Abdurrahman Hakim, Adelia Shabrina Prameka, Wildan Syafitri, Muhammad Irfan Islami

PDF 3090-3102

Energy loss prediction using least absolute shrinkage and selection operator regression and SHAP explainability Nur Diana Izzani Masdzarif, Siti Azirah Asmai, Yogan Jaya Kumar, Muhammad Hafidz Fazli Md Fauadi

PDF 3103-3119

Deep learning for lung cancer diagnosis: a comparative artificial intelligence study Phaneendra Varma Chintalapati, Prasanth Aruchamy, Alur Praneetha

PDF 3120-3130

Hybridization of hybrid-ARIMA-EM and XGBoost for enhanced price predictive modeling Isam Ahmed M. Yaqoob, Khairul Azhar Kasmiran, Teh Noranis Mohd Aris, Nor Azura Husin, Mohd Yunus Sharum

PDF 3131-3143

Social news factuality verification using large language models Tran Duc Duong, Hai Hoan Do

PDF 3144-3153

Utilizing Poisson modeling and advanced machine learning techniques for enhanced detection of slowloris attacks Prathima Mabel John, Mamatha Ram, Vani Kurugod Ashwathanarayana Reddy, Santhosh Babu, Rama Mohan Babu Kasturi Nagappasetty

PDF 3154-3163

Exploring cognitive patterns in children with autism spectrum disorder using correlation and cluster analysis Hana Bezzih, Muna Darweesh, Amjad Gawanmeh

PDF 3164-3175

Design of intelligent embedded system for personal protective equipment detection and face recognition access control Mariam Mesfer, Aoosh Matar, Reem Saif, Alyazy Saleh, Irfan Ahmed, Moath Awawdeh, Anees Bashir

PDF 3176-3188

Immuno-bioinformatics analysis of progressive alignment and logic learning machine-derived viral conserved sequences Felza Ridho, Mohammad Isa Irawan, Nurul Hidayat, Awik Puji Dyah Nurhayati

PDF 3189-3201

Deep transfer learning architecture for depression detection using PHQ-9 analysis in Bengaluru urban population U. Ananthanagu, Pooja Agarwal

PDF 3202-3217

Transforming correspondence learning through a smart assistant system to improve student outcomes and engagement Marsofiyati Marsofiyati, Roni Faslah, Maulana Amirul Adha, Muhammad Ikhwan, Faerozh Bin Madli

PDF 3218-3227

Hybrid deep learning model for enhanced short-term gold price forecasting Hoang Ha Nguyen, Minh Duc Nguyen, Cuong H. Nguyen-Dinh

PDF 3228-3239

Resource optimization via identification of articles with aspects of priority and high utility Garima Srivastava, Vaishali Singh, Sachin Kumar

PDF 3240-3251

Biometric authentication using dual-modal deep learning based-on electrocardiogram and ear features Mohamed S. Khalaf, Said Fathy Al-Zoghdy, Mariana Barsoum, Ibrahim Omara

PDF 3252-3268

Systematic review of fraud detection using AI and ML with an emphasis on telecommunication industry Soly Mathew, Sindi Rryta

PDF 3269-3285

Determining student scaffolding levels in geometry problem-solving: a fuzzy inference system using Mamdani method Yuniar Ika Putri Pranyata, Susiswo Susiswo, Tjang Daniel Chandra

PDF 3286-3298

Enhancing pedestrian detection in adverse conditions using YOLOv5s with adaptive weighted fusion efficient channel attention module Oumayma Rachidi, Badr Bououlid Idrissi, Chafik Ed-dahmani

PDF 3299-3308

AI-driven hybrid neural network for electrocardiogram-based authentication and predictive health monitoring Swati Lakshmi Boppana, Velicheti Anantha Lakshmi, Padala SriKavitha, Venkata Ashok Kalaga, Venkateswara Rao Naramala, Suneetha Thalluru, Gunturi S. Raghavendra

PDF 3309-3317

Android-based tomato leaf disease classification using a lightweight MobileNetV2 convolutional neural network Andi Riansyah, Irfan Eka Mahdy, Mochamad Abdul Basir, Noorminshah A. Iahad

PDF 3318-3325

A transfer learning-based approach for automatic monument detection Santosh Giri, Jebish Purbey, Sunil Adhikari, Paarit Pokharel, Babu R. Dawadi, Bipun Man Pati, Atsushi Ito, Sushant Chalise, Sanjivan Satyal

PDF 3326-3341

Hybrid quantum-classical neural networks for brain computed tomography scan diagnosis Bilal R. Altamer, Muhamad Azhar Abdilatef Alobaidy, Aws Hazim Saber Anaz, Zahraa Tarik AlAli

PDF 3342-3351

Intelligent object sorting system using Dobot Magician and computer vision Tossapol Jangnoi, Thewin Sakunboonyong, Viroch Sukontanakarn, Tanawat Chalardsakun

PDF 3352-3364

WVisionBERT-VL: a multimodal model architecture for toxicity classification on social media platforms using large language models Witta Listiya Ningrum, Achmad Benny Mutiara, Diana Ikasari

PDF 3365-3375

Detection of illegal drug activities in Indonesia via social media X Adi Hanif Sedar, Lukman Yudokusumo, Indra Budi, Amanah Ramadiah, Aris Budi Santoso, Prabu Kresna Putra

PDF 3376-3388

Hybrid optimization of dual-port converter for electric vehicles Vidhya Kuruvilla, Immanuel Selvakumar, Pandiyan Venkatesh Kumar

PDF 3389-3401

An empirical comparison of clustering approaches for recency, frequency, and monetary customer segmentation Upekkha Lau, Meditya Wasesa

PDF 3402-3410

SHAP-enhanced ensemble learning for yield prediction: insights from CY-Bench data on Indian wheat Soma Gupta, Dayal Kumar Behera, Satarupa Mohanty, Subhra Swetanisha, Ritik Mallik, Namita Panda

PDF 3411-3420

Computational framework for smart tourism management: hybrid time series decomposition and predictive modeling Iwan Ady Prabowo, Hendro Wijayanto, Teguh Susyanto

PDF 3421-3430

GWO-optimized sparse Bayesian least squares regression for direction-of-arrival estimation in MIMO networks Anne Gowda Aleri Byregowda, Babu Nallur Venkateshappa, Anughna Narayanaswamy

PDF 3431-3440

Machine learning techniques for rainfall prediction: a systematic literature review Deepa Sharma, Anand Kumar Shukla, Punam Rattan

PDF 3441-3451

YOLOv11 optimization for tiny object in crowded scenes Husna Sarirah Husin, Howard Chong Yun Hao, Pan Yuan Fei, Mohsen Marjani, Suriana Ismail

PDF 3452-3463

Forecasting income inequality in Vietnam’s regions using machine learning T. Thai-Phuong, L. Nguyen-Son

PDF 3464-3475

Comparison algorithms with optimization for clustering multi-criteria Ida Mulyadi, Titik Khawa Abdul Rahman, Muhammad Faisal

PDF 3476-3491

Image-based estimation of surface roughness in Al-7075 drilling Shilpa M. Karegoudra, Vamsidhar Yendapalli

PDF 3492-3504

Comparison of machine learning algorithms to identify muscular atrophy and muscular dystrophy Ganga Bhavani Billa, Venkateswara Rao Peddada

PDF 3505-3517

Performance evaluation of YOLOv11-based vehicle detection and tracking for urban intelligent transportation systems Thang C. Vu, Dung T. Nguyen, Minh T. Nguyen, Long Q. Dinh, Mui D. Nguyen

PDF 3518-3527

A machine learning framework for predicting and optimizing return on investment across marketing channels Chandra Chathura, Keerthan Saya, Sathishkumar Mani

PDF 3528-3536

E-TEXTLOC: efficient text localization and extraction in real-world video scenes Dayananda Kodala Jayaram, Puttegowda Devegowda

PDF 3537-3545

A holistic energy expenditure tracking framework: fuelling wellness with holistic energy tracking Prachi Kadam, Gagandeep Kaur, Leena Manojkumar Panchal, Smita Nirkhi

PDF 3546-3555

A machine learning framework for skin cancer classification using texture descriptors Shikha Malik, Vaibhav V. Dixit

PDF 3556-3567

Data-driven analysis of growth factors in oyster mushroom cultivation: a case study from Indonesia’s market Yosef Budiman, Gilang Adi Prasetyo, Asma’ Khoirunnisa’, Hanifah Mar’atush Shalihah, Muhamad Riyan Maulana, Yanuar Agung Fadlullah, Sugiri Sugiri

PDF 3568-3580

Real-time object detection for autonomous driving: a comparative study of YOLO and Faster R-CNN Madhura M. Bhosale, Yogesh S. Angal

PDF 3581-3590

YOLO-based deep learning for tooth detection, segmentation, and numbering in panoramic radiographs Sri Oktamuliani, Luqyana Mahdiyah, Haritsul Haq, Nesa Perdana Putri, Wulandani Liza Putri

PDF 3591-3602

Efficient deep learning for automated corneal ulcer severity classification from fluorescein images Rodiah Rodiah, Indah Sinthya Permata Sari, Matrissya Hermita, Sarifuddin Madenda, Diana Tri Susetianingtias

PDF 3603-3613

Smart parking management system: a seamless parking solution using YOLO and QR code payment technology Sumit Kumar, Ruchi Rani, Sanjeev Kumar Pippal

PDF 3614-3624

Symmetry index-based gait improvement prediction using a CNN-LSTM-attention framework Pushpalatha Obanna, Premkumar Ramesh

PDF 3625-3636

Context-aware AgriBot using dual intent and entity transformer and hybrid deep learning model Binod Deka, Ridip Dev Choudhury, Utpal Barman

PDF 3637-3645

Comparative evaluation of transfer learning models and Grad-CAM interpretability for brain tumor detection from MRI Md. Firoz Hasan, Md. Awal Hadi, Sumaiya Nasrin, Md. Raisul Islam, Md. Atik Shahriar, Md. Hasan Moon, Tanvir Ahmed Momin, Dewan Mamun Raza

PDF 3646-3659

Multi-stage hybrid YOLO-driven and MobileNetV2-CNN variants for robust fish freshness classification Raseeda Hamzah, Rosniza Roslan, Amni Munira Khidir, Lala Septem Riza

PDF 3660-3671

Indian sign language video generation using attention-enhanced generative adversarial network Prachi Pramod Waghmare, Ashwini Mangesh Deshpande

PDF 3672-3682

Hybrid deep learning model for the task scheduling in cloud computing Kavita Rani, Om Prakash Sangwan, Ritu Garg

PDF 3683-3691

Text emotion recognition based on deep learning and attention with whale optimization algorithm Tabarek Alwan Tuib, Mohammad-Reza Feizi-Derakhshi, Yaqdhan Mahmood Hussein, Fahad Taha Al-Dhief

PDF 3692-3702

Deep learning intrusion detection for software-defined networking using synthetic minority oversampling Prajwalasimha Sindugatta Nagaraja, Navya Rajashekara, Pushpa Bangalore Ramesh, Druva Kumar Siddaraju, Santhosh Kumar Ramachandragowda, Trupti Shripad Tagare

PDF 3703-3711

Feature-guided transformer approach for detecting distributed denial of service attacks Lokeshwaran Kanagaraj, Raguraman Purushothaman, Sathya Subramanian, Durga Devi Saravanan, Komal Kumar Napa, Cornelius Karunakaran, Billa Manindhar

PDF 3712-3721

An optimized deep learning framework for brain tumor classification using magnetic resonance imaging Komal Kumar Napa, Rajkumar Govindarajan, Senthil Murugan Janakiraman, Jayanthi Arumugam

PDF 3722-3731

Enhancing early detection of autism spectrum disorder through ensemble-based machine learning classifiers Shabeena Lylath, Laxmi B. Rananavare

PDF 3732-3744

Adaptive binary capsule network for complex image recognition Mavis Serwaa Yeboah, Patrick Kwabena Mensah, Adebayo Felix Adekoya, Mighty Abra Ayidzoe

PDF 3745-3760

Deep learning for categorizing microsatellite stability in colorectal cancer Sofyan El Idrissi, Yassine Drider, Ikram Ben Abdel Ouahab, Mohammed Bouhorma, Fatiha El Ouaai

PDF 3761-3769

EEB7-UNet: a deep learning framework for automated segmentation of fractured C-spine vertebrae Abhishek Kumar Pandey, Pateel G. P., Kedarnath Senapati

PDF 3770-3781

Performance of majority voting transfer learning deep learning monkeypox disease detection Nur Nafiiyah, Muhammad Nurul Huda

PDF 3782-3791

Deep learning-based prognostic modeling of brain tumors Laiali Almazaydeh, Arar Al Tawil

PDF 3792-3804

Unsupervised voice activity detection based on the envelope's fractal dimension Nesrine Abajaddi, Youssef Elfahm, Laila Elmaazouzi, Ilham Mounir, Badia Mounir, Abdelmajid Farchi

PDF 3805-3817

Genetic algorithm-optimized BERTopic with SHAP explainability for institutional research trend analysis Muhammad Dedi Irawan, Yustria Handika Siregar, Hewa Majeed Zangana, Ali Ikhwan

PDF 3818-3826

Analysis of normalization technique on multi objective preference analysis method Fristi Riandari, Gabriel Ardi Hutagalung, Ferry Fachrizal

PDF 3827-3835

Experimental validation of vision-based hybrid navigation for differential-drive robots Thanh Quang Duc Le, Trong Hieu Luu

PDF 3836-3851

The role of big data in precision medicine and healthcare monitoring using the MapReduce framework Meenakshi Sankarasubramanian, Meena Chavan, Govindan Manoharan Karthik, Jhansi Pandiri, Arumalla Nagaraju, Idimadakala Madhavilatha

PDF 3852-3864

Prioritizing ransomware indicators of compromise using algorithmic scoring for enhanced threat detection Krishna Prasad D. Subramanya, Prasanna Kumar H. Ramakrishna

PDF 3865-3877

Metaheuristic optimization for atrial fibrillation detection: feature extraction, selection, and hyperparameter tuning Zaid Nouna, Hamid Bouyghf, Mohammed Nahid, Issa Sabiri

PDF 3878-3887

Predictive model based on machine learning to identify sleep-related health problems Laberiano Andrade-Arenas, Inoc Rubio Paucar, Margarita Giraldo Retuerto, Cesar Yactayo-Arias

PDF 3888-3902

A novel embedded approach to face recognition using multi-threaded controller based on weightless neural network Ahmad Zarkasi, Hadipurnawan Satria, Anggina Primanita, Deris Stiawan

PDF 3903-3918

Experimental evaluation of an artificial intelligence system for automated mango classification Surasit Phokha, Wiriya Dangton, Viroch Sukontanakarn, Phisit Srinoi

PDF 3919-3933

Emotion recognition of electroencephalogram using hybrid convolutional neural networks and vision transformer Esmeralda Contessa Djamal, Revan Vio Endriansyah, Daswara Djajasasmita

PDF 3934-3943

Intravenous immunoglobulin resistance prediction in Kawasaki disease using oversampled transformer embeddings Namitha Thattarassery Nanappan, Raghavendra Srinivasaiah, Vinith Rejathalal

PDF 3944-3954

Indonesia Islamic students' belief towards the performance of artificial intelligence: perceptions, impacts, and anticipations Yuni Sugiarti, Ence Oos Mukhamad Anwas, Fitroh Fitroh, Janu Arlinwibowo, Ihsan Maulana Anwas

PDF 3955-3966

A review of brain signal analysis in food perception studies Harish S. Sinai Velingkar, Roopa R. Kulkarni, Prashant Patavardhan, Abdul Haq Nalband

PDF 3967-3980